This month, OpenAI announced their Codex app and my coworkers were asking questions. So I downloaded it, and as a test case for the GPT-5.2-Codex (high) model, I asked it to reimplement the UMAP algorithm in Rust. UMAP is a dimensionality reduction technique that can take in a high-dimensional matrix of data and simultaneously cluster and visualize data in lower dimensions. However, it is a very computationally-intensive algorithm and the only tool that can do it quickly is NVIDIA’s cuML which requires CUDA dependency hell. If I can create a UMAP package in Rust that’s superfast with minimal dependencies, that is an massive productivity gain for the type of work I do and can enable fun applications if fast enough.
赵乐际强调,新的一年,全国人大常委会要坚持以习近平新时代中国特色社会主义思想为指导,深入贯彻党的二十大和二十届历次全会精神,认真落实四中全会部署,学思践悟习近平法治思想、习近平总书记关于坚持和完善人民代表大会制度的重要思想,坚持党的领导、人民当家作主、依法治国有机统一,认真履行宪法法律赋予的职责,稳中求进推动人大工作高质量发展,为实现“十五五”良好开局提供法治保障。。heLLoword翻译官方下载对此有专业解读
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